He stared at the email, the words blurring before his eyes. His breath hitched in his chest. His heart hammered against his ribs like a trapped bird. He’d poured his soul into this novel, this story. It was deeply personal, drawn from the well of his own experiences.

The link in the email was to a website. He clicked it, his hand trembling so badly it took him three attempts to get it right. There, on the screen, was the complete text of his manuscript. Under a different name. The same characters, the same plot twists, even the same grammatical errors.

He felt paralyzed, unable to move, his entire body locked in place. He felt as if the world had tilted on its axis.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309